EIT-NLP / Awesome-Latent-CoTLinks
This repository contains a regularly updated paper list for LLMs-reasoning-in-latent-space.
☆159Updated this week
Alternatives and similar repositories for Awesome-Latent-CoT
Users that are interested in Awesome-Latent-CoT are comparing it to the libraries listed below
Sorting:
- Chain of Thoughts (CoT) is so hot! so long! We need short reasoning process!☆69Updated 6 months ago
- [EMNLP 2025] TokenSkip: Controllable Chain-of-Thought Compression in LLMs☆182Updated 3 months ago
- ☆67Updated 5 months ago
- Awesome-Long2short-on-LRMs is a collection of state-of-the-art, novel, exciting long2short methods on large reasoning models. It contains…☆246Updated last month
- ☆167Updated 4 months ago
- [ICLR 2025] Code and Data Repo for Paper "Latent Space Chain-of-Embedding Enables Output-free LLM Self-Evaluation"☆80Updated 9 months ago
- 😎 A Survey of Efficient Reasoning for Large Reasoning Models: Language, Multimodality, Agent, and Beyond☆301Updated this week
- ☆269Updated 2 months ago
- Model merging is a highly efficient approach for long-to-short reasoning.☆83Updated 4 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆256Updated 4 months ago
- The Entropy Mechanism of Reinforcement Learning for Large Language Model Reasoning.☆337Updated 2 months ago
- Official repository for paper: O1-Pruner: Length-Harmonizing Fine-Tuning for O1-Like Reasoning Pruning☆90Updated 7 months ago
- ☆53Updated 3 months ago
- Extrapolating RLVR to General Domains without Verifiers☆168Updated last month
- 📖 This is a repository for organizing papers, codes, and other resources related to Latent Reasoning.☆215Updated this week
- A simple toolkit for benchmarking LLMs on mathematical reasoning tasks. 🧮✨☆258Updated last year
- 📜 Paper list on decoding methods for LLMs and LVLMs☆58Updated 3 months ago
- ☆333Updated 2 months ago
- This is the official GitHub repository for our survey paper "Beyond Single-Turn: A Survey on Multi-Turn Interactions with Large Language …☆115Updated 4 months ago
- CoT-Valve: Length-Compressible Chain-of-Thought Tuning☆86Updated 7 months ago
- Official Repository of "Learning to Reason under Off-Policy Guidance"☆310Updated 2 weeks ago
- Official code for the paper, "Stop Summation: Min-Form Credit Assignment Is All Process Reward Model Needs for Reasoning"☆136Updated 2 months ago
- A comprehensive collection of process reward models.☆110Updated 2 months ago
- A versatile toolkit for applying Logit Lens to modern large language models (LLMs). Currently supports Llama-3.1-8B and Qwen-2.5-7B, enab…☆111Updated last month
- ☆211Updated 7 months ago
- [NeurIPS 2024] The official implementation of paper: Chain of Preference Optimization: Improving Chain-of-Thought Reasoning in LLMs.☆128Updated 6 months ago
- ☆207Updated 6 months ago
- An Efficient LLM Fine-Tuning Factory Optimized for MoE PEFT☆118Updated 6 months ago
- ☆127Updated 6 months ago
- ☆51Updated 2 months ago